Active learning of chemical reaction networks via probabilistic graphical models and Boolean reaction circuits
Discerning networks of many reactions among multiple interconverting species is
challenging. Here, we present a reaction network identification methodology. Our …
challenging. Here, we present a reaction network identification methodology. Our …
Modeling of reactive batch distillation processes for control
A Marquez-Ruiz, CS Méndez-Blanco… - Computers & Chemical …, 2019 - Elsevier
Reactive batch distillation (RBD) is a preferred process intensification technology to carry
out equilibrium-limited reactions. It is a multicomponent, multiphase system. Appropriate …
out equilibrium-limited reactions. It is a multicomponent, multiphase system. Appropriate …
Incremental parameter estimation under Rank-Deficient measurement conditions
The computation and modeling of extents has been proposed to handle the complexity of
large-scale model identification tasks. Unfortunately, the existing extent-based framework …
large-scale model identification tasks. Unfortunately, the existing extent-based framework …
On decoupling rate processes in chemical reaction systems–methods and applications
Abstract Models of chemical reaction systems can be complex as they need to include
information regarding the reactions and the mass and heat transfers. The commonly used …
information regarding the reactions and the mass and heat transfers. The commonly used …
Maximum-likelihood estimation of kinetic parameters via the extent-based incremental approach
For lumped homogeneous reaction systems, this paper presents a kinetic model
identification scheme that provides maximum-likelihood parameter estimates and …
identification scheme that provides maximum-likelihood parameter estimates and …
Concept of Variants and Invariants for Reaction Systems, with Application to Estimation, Control and Optimization
M Rodrigues, D Filipe - 2018 - infoscience.epfl.ch
The concept of reaction variants and invariants for lumped reaction systems has been
known for several decades. Its applications encompass model identification, data …
known for several decades. Its applications encompass model identification, data …
Extent computation under rank-deficient conditions
The identification of kinetic models can be simplified via the computation of extents of
reaction on the basis of invariants such as stoichiometric balances. In the extent space, one …
reaction on the basis of invariants such as stoichiometric balances. In the extent space, one …
Identification of biokinetic models using the concept of extents
A Masic, S Srinivasan, J Billeter… - … science & technology, 2017 - ACS Publications
The development of a wide array of process technologies to enable the shift from
conventional biological wastewater treatment processes to resource recovery systems is …
conventional biological wastewater treatment processes to resource recovery systems is …
[引用][C] Concept of Variants, Invariants, and Extents for Reaction Systems
D Rodrigues, D Bonvin - 2019 - Elsevier